Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9983397 | 0.9674420 | 0.8032080 |
| bt | 0.8135046 | 0.4807038 | 0.0873081 |
| maxnet | 0.7550822 | 0.4141994 | NA |
| gam | 0.7903575 | 0.4373291 | 0.1832171 |
| glm | 0.7131446 | 0.3714212 | 0.0935506 |